LAPSE:2023.16957
Published Article

LAPSE:2023.16957
A VaR-Based Methodology for Assessing Carbon Price Risk across European Union Economic Sectors
March 3, 2023
Abstract
The latest European Union measures for combating climate adopted in the “Fit for 55 package” envisage the extension of the Emissions Trading System, the first “cap-and-trade” system in the world created for achieving climate targets, which limits the amount of greenhouse gas emissions by imposing a price on carbon. In this context, our study provides an integrated assessment of carbon price risk exposure of all economic sectors in the European Union Member States, thus supporting decision making in determining the energy transition risk. We propose a novel approach in assessing carbon risk exposure using the Value at Risk methodology to compute the carbon price under the EU ETS, based on historical price simulation for January−August 2021 and ARMA-GARCH models for the October 2012−August 2021 period. We further built a value erosion metric, which allowed us to establish each sector’s exposure to risk and to identify differences between Eastern and Western EU countries. We find that the refining sector appears to be highly vulnerable, whereas there is higher potential for large losses in the energy supply and chemical sectors in Eastern EU Member States, given a different pace of industry restructuring.
The latest European Union measures for combating climate adopted in the “Fit for 55 package” envisage the extension of the Emissions Trading System, the first “cap-and-trade” system in the world created for achieving climate targets, which limits the amount of greenhouse gas emissions by imposing a price on carbon. In this context, our study provides an integrated assessment of carbon price risk exposure of all economic sectors in the European Union Member States, thus supporting decision making in determining the energy transition risk. We propose a novel approach in assessing carbon risk exposure using the Value at Risk methodology to compute the carbon price under the EU ETS, based on historical price simulation for January−August 2021 and ARMA-GARCH models for the October 2012−August 2021 period. We further built a value erosion metric, which allowed us to establish each sector’s exposure to risk and to identify differences between Eastern and Western EU countries. We find that the refining sector appears to be highly vulnerable, whereas there is higher potential for large losses in the energy supply and chemical sectors in Eastern EU Member States, given a different pace of industry restructuring.
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Keywords
ARMA-GARCH, carbon price risk, European Trade System, European Union, greenhouse gas emission, Value at Risk
Subject
Suggested Citation
Bulai VC, Horobet A, Popovici OC, Belascu L, Dumitrescu SA. A VaR-Based Methodology for Assessing Carbon Price Risk across European Union Economic Sectors. (2023). LAPSE:2023.16957
Author Affiliations
Bulai VC: Department of International Business and Economics, Bucharest University of Economic Studies, 010374 Bucharest, Romania [ORCID]
Horobet A: Department of International Business and Economics, Bucharest University of Economic Studies, 010374 Bucharest, Romania [ORCID]
Popovici OC: Department of International Business and Economics, Bucharest University of Economic Studies, 010374 Bucharest, Romania; Romanian Academy, Institute for Economic Forecasting, Bucharest University of Economic Studies, 010374 Bucharest, Romania
Belascu L: Department of Management, Marketing and Business Administration, “Lucian Blaga” University of Sibiu, 550024 Sibiu, Romania [ORCID]
Dumitrescu SA: Department of Accounting and Audit, Bucharest University of Economic Studies, 010374 Bucharest, Romania [ORCID]
Horobet A: Department of International Business and Economics, Bucharest University of Economic Studies, 010374 Bucharest, Romania [ORCID]
Popovici OC: Department of International Business and Economics, Bucharest University of Economic Studies, 010374 Bucharest, Romania; Romanian Academy, Institute for Economic Forecasting, Bucharest University of Economic Studies, 010374 Bucharest, Romania
Belascu L: Department of Management, Marketing and Business Administration, “Lucian Blaga” University of Sibiu, 550024 Sibiu, Romania [ORCID]
Dumitrescu SA: Department of Accounting and Audit, Bucharest University of Economic Studies, 010374 Bucharest, Romania [ORCID]
Journal Name
Energies
Volume
14
Issue
24
First Page
8424
Year
2021
Publication Date
2021-12-14
ISSN
1996-1073
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Original Submission
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PII: en14248424, Publication Type: Journal Article
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LAPSE:2023.16957
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https://doi.org/10.3390/en14248424
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Mar 3, 2023
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